{"id":"W1965877077","doi":"10.1002/2013eo120001","title":"Are Mantle Plumes Periodic?","year":2013,"lang":"en","type":"article","venue":"Eos","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Phanerozoic; Carbon cycle; Period (music); Sedimentary rock; Earth science; Geology; Extinction event; Paleontology; Cenozoic; Physical geography; Oceanography; Geography; Ecology; Demography; Structural basin; Biology; Ecosystem","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007782064,0.00005412936,0.00008433567,0.00003557852,0.000140766,0.00002594053,0.0001368473,0.00006893566,0.05064376],"category_scores_gemma":[0.00003181614,0.00004098593,0.00002336248,0.00005895995,0.0001326277,0.00009098466,0.000007620422,0.0001265395,0.01961746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":1.778286e-7,"about_ca_system_score_gemma":0.00001126517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002804623,"about_ca_topic_score_gemma":0.00239058,"domain_scores_codex":[0.999442,0.00004875283,0.00006494687,0.0001213448,0.00007883785,0.0002440896],"domain_scores_gemma":[0.9996973,0.00007459652,0.00001831154,0.0001142326,0.00002051339,0.00007504063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002752925,0.000003277912,0.9872207,0.000004144403,0.000004992402,0.00001983322,0.00004992001,0.00001186455,0.000001931057,0.00001010846,0.01123583,0.00143465],"study_design_scores_gemma":[0.00005993517,0.00002096789,0.9911106,0.000002612531,0.000001583821,0.00003329443,0.0001515936,0.0005834499,0.00002045418,0.0004550136,0.007505401,0.00005513979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391073,0.0004476143,0.000003267046,0.001396546,0.0001184733,0.00009018361,0.000005417597,0.00002820386,0.05880298],"genre_scores_gemma":[0.9934586,0.00001435645,0.0001051977,0.000456032,0.00004374884,0.000002499726,0.0000180508,9.047858e-7,0.005900587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05435131,"threshold_uncertainty_score":0.9811459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01960555613364149,"score_gpt":0.2272867831931557,"score_spread":0.2076812270595142,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}